Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 100 |
| Missing cells | 73 |
| Missing cells (%) | 4.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 12.6 KiB |
| Average record size in memory | 129.3 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 3 |
id has a high cardinality: 100 distinct values | High cardinality |
name has a high cardinality: 100 distinct values | High cardinality |
symbol has a high cardinality: 100 distinct values | High cardinality |
Unnamed: 0 is highly correlated with id and 3 other fields | High correlation |
24h_volume_usd is highly correlated with id and 7 other fields | High correlation |
available_supply is highly correlated with id and 6 other fields | High correlation |
market_cap_usd is highly correlated with 24h_volume_usd and 6 other fields | High correlation |
max_supply is highly correlated with available_supply and 5 other fields | High correlation |
percent_change_7d is highly correlated with 24h_volume_usd and 6 other fields | High correlation |
price_btc is highly correlated with 24h_volume_usd and 6 other fields | High correlation |
price_usd is highly correlated with 24h_volume_usd and 6 other fields | High correlation |
rank is highly correlated with Unnamed: 0 and 3 other fields | High correlation |
total_supply is highly correlated with available_supply and 6 other fields | High correlation |
percent_change_24h is highly correlated with available_supply and 7 other fields | High correlation |
name is highly correlated with Unnamed: 0 and 14 other fields | High correlation |
symbol is highly correlated with Unnamed: 0 and 14 other fields | High correlation |
id is highly correlated with Unnamed: 0 and 14 other fields | High correlation |
last_updated is highly correlated with 24h_volume_usd and 6 other fields | High correlation |
percent_change_1h is highly correlated with id and 3 other fields | High correlation |
max_supply has 73 (73.0%) missing values | Missing |
Unnamed: 0 is uniformly distributed | Uniform |
id is uniformly distributed | Uniform |
name is uniformly distributed | Uniform |
rank is uniformly distributed | Uniform |
symbol is uniformly distributed | Uniform |
Unnamed: 0 has unique values | Unique |
24h_volume_usd has unique values | Unique |
id has unique values | Unique |
market_cap_usd has unique values | Unique |
name has unique values | Unique |
percent_change_24h has unique values | Unique |
price_btc has unique values | Unique |
price_usd has unique values | Unique |
rank has unique values | Unique |
symbol has unique values | Unique |
Reproduction
| Analysis started | 2022-10-23 13:30:57.709194 |
|---|---|
| Analysis finished | 2022-10-23 13:31:29.122526 |
| Duration | 31.41 seconds |
| Software version | pandas-profiling v3.3.0 |
| Download configuration | config.json |
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.5 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 1 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 928.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.95 |
| Q1 | 24.75 |
| median | 49.5 |
| Q3 | 74.25 |
| 95-th percentile | 94.05 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 49.5 |
Descriptive statistics
| Standard deviation | 29.01149198 |
|---|---|
| Coefficient of variation (CV) | 0.586090747 |
| Kurtosis | -1.2 |
| Mean | 49.5 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 0 |
| Sum | 4950 |
| Variance | 841.6666667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1 | 1.0% |
| 63 | 1 | 1.0% |
| 73 | 1 | 1.0% |
| 72 | 1 | 1.0% |
| 71 | 1 | 1.0% |
| 70 | 1 | 1.0% |
| 69 | 1 | 1.0% |
| 68 | 1 | 1.0% |
| 67 | 1 | 1.0% |
| 66 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 99 | 1 | |
| 98 | 1 | |
| 97 | 1 | |
| 96 | 1 | |
| 95 | 1 | |
| 94 | 1 | |
| 93 | 1 | |
| 92 | 1 | |
| 91 | 1 | |
| 90 | 1 |
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 531306623.4 |
| Minimum | 389519 |
|---|---|
| Maximum | 2.20813 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 928.0 B |
Quantile statistics
| Minimum | 389519 |
|---|---|
| 5-th percentile | 3167867.5 |
| Q1 | 19833325 |
| median | 44427950 |
| Q3 | 171382750 |
| 95-th percentile | 2148558500 |
| Maximum | 2.20813 × 1010 |
| Range | 2.208091048 × 1010 |
| Interquartile range (IQR) | 151549425 |
Descriptive statistics
| Standard deviation | 2354402555 |
|---|---|
| Coefficient of variation (CV) | 4.431344258 |
| Kurtosis | 72.68427331 |
| Mean | 531306623.4 |
| Median Absolute Deviation (MAD) | 32897200 |
| Skewness | 8.115844267 |
| Sum | 5.313066234 × 1010 |
| Variance | 5.543211389 × 1018 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.20813 × 1010 | 1 | 1.0% |
| 31026100 | 1 | 1.0% |
| 28459200 | 1 | 1.0% |
| 14147600 | 1 | 1.0% |
| 169670000 | 1 | 1.0% |
| 136425000 | 1 | 1.0% |
| 3964470 | 1 | 1.0% |
| 32125900 | 1 | 1.0% |
| 63778700 | 1 | 1.0% |
| 3042420 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 389519 | 1 | |
| 516807 | 1 | |
| 2650720 | 1 | |
| 3006740 | 1 | |
| 3042420 | 1 | |
| 3174470 | 1 | |
| 3856810 | 1 | |
| 3964470 | 1 | |
| 5712070 | 1 | |
| 7904480 | 1 |
| Value | Count | Frequency (%) |
| 2.20813 × 1010 | 1 | |
| 5705690000 | 1 | |
| 5221370000 | 1 | |
| 3032150000 | 1 | |
| 2971610000 | 1 | |
| 2105240000 | 1 | |
| 1569900000 | 1 | |
| 1435930000 | 1 | |
| 656389000 | 1 | |
| 647694000 | 1 |
| Distinct | 99 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.3975344 × 1010 |
| Minimum | 645222 |
|---|---|
| Maximum | 2.509983876 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 928.0 B |
Quantile statistics
| Minimum | 645222 |
|---|---|
| 5-th percentile | 2948346.7 |
| Q1 | 54789875.5 |
| median | 204527322 |
| Q3 | 1502972959 |
| 95-th percentile | 1.161786859 × 1011 |
| Maximum | 2.509983876 × 1012 |
| Range | 2.509983231 × 1012 |
| Interquartile range (IQR) | 1448183084 |
Descriptive statistics
| Standard deviation | 2.636905979 × 1011 |
|---|---|
| Coefficient of variation (CV) | 5.996328258 |
| Kurtosis | 79.5844835 |
| Mean | 4.3975344 × 1010 |
| Median Absolute Deviation (MAD) | 195585980 |
| Skewness | 8.646040496 |
| Sum | 4.3975344 × 1012 |
| Variance | 6.95327314 × 1022 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 350000000 | 2 | 2.0% |
| 16785225 | 1 | 1.0% |
| 478550801 | 1 | 1.0% |
| 56525075 | 1 | 1.0% |
| 2196601583 | 1 | 1.0% |
| 250000000 | 1 | 1.0% |
| 233020472 | 1 | 1.0% |
| 8745102 | 1 | 1.0% |
| 998999942 | 1 | 1.0% |
| 645222 | 1 | 1.0% |
| Other values (89) | 89 |
| Value | Count | Frequency (%) |
| 645222 | 1 | |
| 1104590 | 1 | |
| 1288862 | 1 | |
| 2000000 | 1 | |
| 2036645 | 1 | |
| 2996331 | 1 | |
| 3821472 | 1 | |
| 6168154 | 1 | |
| 6501427 | 1 | |
| 7801457 | 1 |
| Value | Count | Frequency (%) |
| 2.509983876 × 1012 | 1 | |
| 7.56097561 × 1011 | 1 | |
| 3.251902154 × 1011 | 1 | |
| 2.100875155 × 1011 | 1 | |
| 1.832535346 × 1011 | 1 | |
| 1.126484307 × 1011 | 1 | |
| 6.574819248 × 1010 | 1 | |
| 3.873914485 × 1010 | 1 | |
| 3.139614617 × 1010 | 1 | |
| 2.871332523 × 1010 | 1 |
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 928.0 B |
| bitcoin | 1 |
|---|---|
| 0x | 1 |
| kyber-network | 1 |
| monacoin | 1 |
| poet | 1 |
| Other values (95) |
Length
| Max length | 21 |
|---|---|
| Median length | 15 |
| Mean length | 7.68 |
| Min length | 2 |
Characters and Unicode
| Total characters | 768 |
|---|---|
| Distinct characters | 28 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 100 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | bitcoin |
|---|---|
| 2nd row | ripple |
| 3rd row | ethereum |
| 4th row | bitcoin-cash |
| 5th row | cardano |
Common Values
| Value | Count | Frequency (%) |
| bitcoin | 1 | 1.0% |
| 0x | 1 | 1.0% |
| kyber-network | 1 | 1.0% |
| monacoin | 1 | 1.0% |
| poet | 1 | 1.0% |
| aelf | 1 | 1.0% |
| aeternity | 1 | 1.0% |
| factom | 1 | 1.0% |
| nxt | 1 | 1.0% |
| byteball | 1 | 1.0% |
| Other values (90) | 90 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| bitcoin | 1 | 1.0% |
| eos | 1 | 1.0% |
| ethereum | 1 | 1.0% |
| bitcoin-cash | 1 | 1.0% |
| cardano | 1 | 1.0% |
| litecoin | 1 | 1.0% |
| nem | 1 | 1.0% |
| stellar | 1 | 1.0% |
| tron | 1 | 1.0% |
| iota | 1 | 1.0% |
| Other values (90) | 90 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 79 | 10.3% |
| n | 72 | 9.4% |
| i | 68 | 8.9% |
| o | 67 | 8.7% |
| t | 62 | 8.1% |
| a | 57 | 7.4% |
| s | 46 | 6.0% |
| c | 45 | 5.9% |
| r | 43 | 5.6% |
| m | 23 | 3.0% |
| Other values (18) | 206 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 746 | |
| Dash Punctuation | 21 | 2.7% |
| Decimal Number | 1 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 79 | |
| n | 72 | 9.7% |
| i | 68 | 9.1% |
| o | 67 | 9.0% |
| t | 62 | 8.3% |
| a | 57 | 7.6% |
| s | 46 | 6.2% |
| c | 45 | 6.0% |
| r | 43 | 5.8% |
| m | 23 | 3.1% |
| Other values (16) | 184 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 21 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 746 | |
| Common | 22 | 2.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 79 | |
| n | 72 | 9.7% |
| i | 68 | 9.1% |
| o | 67 | 9.0% |
| t | 62 | 8.3% |
| a | 57 | 7.6% |
| s | 46 | 6.2% |
| c | 45 | 6.0% |
| r | 43 | 5.8% |
| m | 23 | 3.1% |
| Other values (16) | 184 |
Common
| Value | Count | Frequency (%) |
| - | 21 | |
| 0 | 1 | 4.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 768 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 79 | 10.3% |
| n | 72 | 9.4% |
| i | 68 | 8.9% |
| o | 67 | 8.7% |
| t | 62 | 8.1% |
| a | 57 | 7.4% |
| s | 46 | 6.0% |
| c | 45 | 5.9% |
| r | 43 | 5.6% |
| m | 23 | 3.0% |
| Other values (18) | 206 |
| Distinct | 19 |
|---|---|
| Distinct (%) | 19.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1515230650 |
| Minimum | 1515230641 |
|---|---|
| Maximum | 1515230661 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 928.0 B |
Quantile statistics
| Minimum | 1515230641 |
|---|---|
| 5-th percentile | 1515230642 |
| Q1 | 1515230646 |
| median | 1515230651 |
| Q3 | 1515230654 |
| 95-th percentile | 1515230658 |
| Maximum | 1515230661 |
| Range | 20 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 5.135920245 |
|---|---|
| Coefficient of variation (CV) | 3.389530331 × 10-9 |
| Kurtosis | -1.046313324 |
| Mean | 1515230650 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.0958501686 |
| Sum | 1.51523065 × 1011 |
| Variance | 26.37767677 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 1515230651 | 10 | 10.0% |
| 1515230653 | 9 | 9.0% |
| 1515230643 | 9 | 9.0% |
| 1515230652 | 8 | 8.0% |
| 1515230646 | 7 | 7.0% |
| 1515230656 | 6 | 6.0% |
| 1515230649 | 6 | 6.0% |
| 1515230655 | 6 | 6.0% |
| 1515230647 | 6 | 6.0% |
| 1515230658 | 5 | 5.0% |
| Other values (9) | 28 |
| Value | Count | Frequency (%) |
| 1515230641 | 5 | |
| 1515230642 | 4 | |
| 1515230643 | 9 | |
| 1515230644 | 2 | 2.0% |
| 1515230645 | 4 | |
| 1515230646 | 7 | |
| 1515230647 | 6 | |
| 1515230648 | 3 | 3.0% |
| 1515230649 | 6 | |
| 1515230650 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 1515230661 | 1 | 1.0% |
| 1515230658 | 5 | |
| 1515230657 | 3 | 3.0% |
| 1515230656 | 6 | |
| 1515230655 | 6 | |
| 1515230654 | 5 | |
| 1515230653 | 9 | |
| 1515230652 | 8 | |
| 1515230651 | 10 | |
| 1515230650 | 1 | 1.0% |
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7608242773 |
| Minimum | 299515469 |
|---|---|
| Maximum | 2.849090521 × 1011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 928.0 B |
Quantile statistics
| Minimum | 299515469 |
|---|---|
| 5-th percentile | 334035775.1 |
| Q1 | 461369198 |
| median | 729732100 |
| Q3 | 1980319073 |
| 95-th percentile | 1.704115229 × 1010 |
| Maximum | 2.849090521 × 1011 |
| Range | 2.846095366 × 1011 |
| Interquartile range (IQR) | 1518949875 |
Descriptive statistics
| Standard deviation | 3.234454724 × 1010 |
|---|---|
| Coefficient of variation (CV) | 4.251250677 |
| Kurtosis | 57.1483534 |
| Mean | 7608242773 |
| Median Absolute Deviation (MAD) | 343876120.5 |
| Skewness | 7.169302609 |
| Sum | 7.608242773 × 1011 |
| Variance | 1.046169736 × 1021 |
| Monotonicity | Strictly decreasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.849090521 × 1011 | 1 | 1.0% |
| 561478869 | 1 | 1.0% |
| 463896591 | 1 | 1.0% |
| 468913933 | 1 | 1.0% |
| 490103549 | 1 | 1.0% |
| 501330000 | 1 | 1.0% |
| 508886418 | 1 | 1.0% |
| 526901141 | 1 | 1.0% |
| 533881553 | 1 | 1.0% |
| 534076102 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 299515469 | 1 | |
| 308707284 | 1 | |
| 314180254 | 1 | |
| 317135853 | 1 | |
| 329103148 | 1 | |
| 334295387 | 1 | |
| 336997019 | 1 | |
| 353794000 | 1 | |
| 360665246 | 1 | |
| 381479894 | 1 |
| Value | Count | Frequency (%) |
| 2.849090521 × 1011 | 1 | |
| 1.192077091 × 1011 | 1 | |
| 1.001154991 × 1011 | 1 | |
| 4.442406166 × 1010 | 1 | |
| 2.591664786 × 1010 | 1 | |
| 1.657402094 × 1010 | 1 | |
| 1.481337 × 1010 | 1 | |
| 1.263463073 × 1010 | 1 | |
| 1.174164095 × 1010 | 1 | |
| 1.114385958 × 1010 | 1 |
| Distinct | 18 |
|---|---|
| Distinct (%) | 66.7% |
| Missing | 73 |
| Missing (%) | 73.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.111139815 × 1011 |
| Minimum | 18900000 |
|---|---|
| Maximum | 8 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 928.0 B |
Quantile statistics
| Minimum | 18900000 |
|---|---|
| 5-th percentile | 21000000 |
| Q1 | 68626123 |
| median | 888000000 |
| Q3 | 1.007778525 × 1010 |
| 95-th percentile | 1.59129 × 1011 |
| Maximum | 8 × 1012 |
| Range | 7.9999811 × 1012 |
| Interquartile range (IQR) | 1.000915913 × 1010 |
Descriptive statistics
| Standard deviation | 1.537153391 × 1012 |
|---|---|
| Coefficient of variation (CV) | 4.9408046 |
| Kurtosis | 26.95952382 |
| Mean | 3.111139815 × 1011 |
| Median Absolute Deviation (MAD) | 867000000 |
| Skewness | 5.190586409 |
| Sum | 8.400077501 × 1012 |
| Variance | 2.362840548 × 1024 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 21000000 | 4 | 4.0% |
| 100000000 | 3 | 3.0% |
| 1000000000 | 3 | 3.0% |
| 84000000 | 2 | 2.0% |
| 2.1 × 1010 | 2 | 2.0% |
| 28000000 | 1 | 1.0% |
| 8 × 1012 | 1 | 1.0% |
| 53252246 | 1 | 1.0% |
| 998999495 | 1 | 1.0% |
| 3600570502 | 1 | 1.0% |
| Other values (8) | 8 | 8.0% |
| (Missing) | 73 |
| Value | Count | Frequency (%) |
| 18900000 | 1 | 1.0% |
| 21000000 | 4 | |
| 28000000 | 1 | 1.0% |
| 53252246 | 1 | 1.0% |
| 84000000 | 2 | |
| 100000000 | 3 | |
| 133248290 | 1 | 1.0% |
| 888000000 | 1 | 1.0% |
| 998999495 | 1 | 1.0% |
| 1000000000 | 3 |
| Value | Count | Frequency (%) |
| 8 × 1012 | 1 | 1.0% |
| 1.8447 × 1011 | 1 | 1.0% |
| 1 × 1011 | 1 | 1.0% |
| 4.5 × 1010 | 1 | 1.0% |
| 2.1 × 1010 | 2 | |
| 1.6555 × 1010 | 1 | 1.0% |
| 3600570502 | 1 | 1.0% |
| 2779530283 | 1 | 1.0% |
| 1000000000 | 3 | |
| 998999495 | 1 | 1.0% |
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 928.0 B |
| Bitcoin | 1 |
|---|---|
| 0x | 1 |
| Kyber Network | 1 |
| MonaCoin | 1 |
| Po.et | 1 |
| Other values (95) |
Length
| Max length | 23 |
|---|---|
| Median length | 17 |
| Mean length | 7.58 |
| Min length | 2 |
Characters and Unicode
| Total characters | 758 |
|---|---|
| Distinct characters | 51 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 100 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Bitcoin |
|---|---|
| 2nd row | Ripple |
| 3rd row | Ethereum |
| 4th row | Bitcoin Cash |
| 5th row | Cardano |
Common Values
| Value | Count | Frequency (%) |
| Bitcoin | 1 | 1.0% |
| 0x | 1 | 1.0% |
| Kyber Network | 1 | 1.0% |
| MonaCoin | 1 | 1.0% |
| Po.et | 1 | 1.0% |
| aelf | 1 | 1.0% |
| Aeternity | 1 | 1.0% |
| Factom | 1 | 1.0% |
| Nxt | 1 | 1.0% |
| Byteball Bytes | 1 | 1.0% |
| Other values (90) | 90 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| network | 4 | 3.4% |
| bitcoin | 3 | 2.5% |
| token | 3 | 2.5% |
| coin | 2 | 1.7% |
| ethereum | 2 | 1.7% |
| eos | 1 | 0.8% |
| cash | 1 | 0.8% |
| cardano | 1 | 0.8% |
| litecoin | 1 | 0.8% |
| nem | 1 | 0.8% |
| Other values (100) | 100 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 69 | 9.1% |
| i | 64 | 8.4% |
| n | 58 | 7.7% |
| o | 57 | 7.5% |
| t | 53 | 7.0% |
| a | 45 | 5.9% |
| r | 35 | 4.6% |
| s | 30 | 4.0% |
| c | 25 | 3.3% |
| m | 19 | 2.5% |
| Other values (41) | 303 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 567 | |
| Uppercase Letter | 170 | 22.4% |
| Space Separator | 19 | 2.5% |
| Other Punctuation | 1 | 0.1% |
| Decimal Number | 1 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 69 | |
| i | 64 | |
| n | 58 | |
| o | 57 | |
| t | 53 | |
| a | 45 | |
| r | 35 | 6.2% |
| s | 30 | 5.3% |
| c | 25 | 4.4% |
| m | 19 | 3.4% |
| Other values (15) | 112 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 18 | 10.6% |
| B | 16 | 9.4% |
| S | 16 | 9.4% |
| N | 12 | 7.1% |
| A | 12 | 7.1% |
| D | 11 | 6.5% |
| E | 10 | 5.9% |
| T | 9 | 5.3% |
| O | 8 | 4.7% |
| R | 7 | 4.1% |
| Other values (13) | 51 |
Space Separator
| Value | Count | Frequency (%) |
| 19 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 737 | |
| Common | 21 | 2.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 69 | 9.4% |
| i | 64 | 8.7% |
| n | 58 | 7.9% |
| o | 57 | 7.7% |
| t | 53 | 7.2% |
| a | 45 | 6.1% |
| r | 35 | 4.7% |
| s | 30 | 4.1% |
| c | 25 | 3.4% |
| m | 19 | 2.6% |
| Other values (38) | 282 |
Common
| Value | Count | Frequency (%) |
| 19 | ||
| . | 1 | 4.8% |
| 0 | 1 | 4.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 758 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 69 | 9.1% |
| i | 64 | 8.4% |
| n | 58 | 7.7% |
| o | 57 | 7.5% |
| t | 53 | 7.0% |
| a | 45 | 5.9% |
| r | 35 | 4.6% |
| s | 30 | 4.0% |
| c | 25 | 3.3% |
| m | 19 | 2.5% |
| Other values (41) | 303 |
| Distinct | 93 |
|---|---|
| Distinct (%) | 93.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0517 |
| Minimum | -8.85 |
|---|---|
| Maximum | 6.94 |
| Zeros | 1 |
| Zeros (%) | 1.0% |
| Negative | 40 |
| Negative (%) | 40.0% |
| Memory size | 928.0 B |
Quantile statistics
| Minimum | -8.85 |
|---|---|
| 5-th percentile | -4.1235 |
| Q1 | -1.0075 |
| median | 0.15 |
| Q3 | 1.27 |
| 95-th percentile | 4.3335 |
| Maximum | 6.94 |
| Range | 15.79 |
| Interquartile range (IQR) | 2.2775 |
Descriptive statistics
| Standard deviation | 2.59240735 |
|---|---|
| Coefficient of variation (CV) | 50.14327563 |
| Kurtosis | 2.219858727 |
| Mean | 0.0517 |
| Median Absolute Deviation (MAD) | 1.135 |
| Skewness | -0.4492577833 |
| Sum | 5.17 |
| Variance | 6.720575869 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.15 | 3 | 3.0% |
| 1.27 | 2 | 2.0% |
| 0.47 | 2 | 2.0% |
| 0.87 | 2 | 2.0% |
| 1.58 | 2 | 2.0% |
| 0.12 | 2 | 2.0% |
| 0.83 | 1 | 1.0% |
| 2.84 | 1 | 1.0% |
| 0.8 | 1 | 1.0% |
| -0.57 | 1 | 1.0% |
| Other values (83) | 83 |
| Value | Count | Frequency (%) |
| -8.85 | 1 | |
| -7.37 | 1 | |
| -7 | 1 | |
| -6.45 | 1 | |
| -4.19 | 1 | |
| -4.12 | 1 | |
| -3.56 | 1 | |
| -3.48 | 1 | |
| -3.03 | 1 | |
| -2.88 | 1 |
| Value | Count | Frequency (%) |
| 6.94 | 1 | |
| 6.57 | 1 | |
| 5.9 | 1 | |
| 4.92 | 1 | |
| 4.59 | 1 | |
| 4.32 | 1 | |
| 4.1 | 1 | |
| 3.42 | 1 | |
| 3.41 | 1 | |
| 2.9 | 1 |
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.1692 |
| Minimum | -20.83 |
|---|---|
| Maximum | 210.41 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 49 |
| Negative (%) | 49.0% |
| Memory size | 928.0 B |
Quantile statistics
| Minimum | -20.83 |
|---|---|
| 5-th percentile | -10.8005 |
| Q1 | -3.085 |
| median | 0.39 |
| Q3 | 11.6625 |
| 95-th percentile | 57.3865 |
| Maximum | 210.41 |
| Range | 231.24 |
| Interquartile range (IQR) | 14.7475 |
Descriptive statistics
| Standard deviation | 34.08813558 |
|---|---|
| Coefficient of variation (CV) | 3.051976469 |
| Kurtosis | 16.71534847 |
| Mean | 11.1692 |
| Median Absolute Deviation (MAD) | 4.755 |
| Skewness | 3.785579103 |
| Sum | 1116.92 |
| Variance | 1162.000987 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5.76 | 1 | 1.0% |
| -2.85 | 1 | 1.0% |
| -0.44 | 1 | 1.0% |
| -8.92 | 1 | 1.0% |
| 20.35 | 1 | 1.0% |
| 15.88 | 1 | 1.0% |
| 3.29 | 1 | 1.0% |
| -3.29 | 1 | 1.0% |
| -7.82 | 1 | 1.0% |
| -3.47 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| -20.83 | 1 | |
| -15.81 | 1 | |
| -12.63 | 1 | |
| -12.19 | 1 | |
| -11.95 | 1 | |
| -10.74 | 1 | |
| -9.23 | 1 | |
| -8.92 | 1 | |
| -7.82 | 1 | |
| -7.79 | 1 |
| Value | Count | Frequency (%) |
| 210.41 | 1 | |
| 168.77 | 1 | |
| 132.13 | 1 | |
| 92.48 | 1 | |
| 80.88 | 1 | |
| 56.15 | 1 | |
| 53.6 | 1 | |
| 50.4 | 1 | |
| 48.13 | 1 | |
| 37.44 | 1 |
| Distinct | 98 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 112.1208 |
| Minimum | -16.09 |
|---|---|
| Maximum | 2099.78 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 9 |
| Negative (%) | 9.0% |
| Memory size | 928.0 B |
Quantile statistics
| Minimum | -16.09 |
|---|---|
| 5-th percentile | -1.1955 |
| Q1 | 16.1725 |
| median | 53.495 |
| Q3 | 124.275 |
| 95-th percentile | 360.8575 |
| Maximum | 2099.78 |
| Range | 2115.87 |
| Interquartile range (IQR) | 108.1025 |
Descriptive statistics
| Standard deviation | 228.1752902 |
|---|---|
| Coefficient of variation (CV) | 2.035084393 |
| Kurtosis | 58.92819032 |
| Mean | 112.1208 |
| Median Absolute Deviation (MAD) | 43.29 |
| Skewness | 6.928875507 |
| Sum | 11212.08 |
| Variance | 52063.96307 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 26.04 | 2 | 2.0% |
| 6.26 | 2 | 2.0% |
| 66.01 | 1 | 1.0% |
| 53.29 | 1 | 1.0% |
| -16.09 | 1 | 1.0% |
| 244.39 | 1 | 1.0% |
| 122.28 | 1 | 1.0% |
| 77.06 | 1 | 1.0% |
| 45.41 | 1 | 1.0% |
| 4.52 | 1 | 1.0% |
| Other values (88) | 88 |
| Value | Count | Frequency (%) |
| -16.09 | 1 | |
| -12.78 | 1 | |
| -11.23 | 1 | |
| -8.57 | 1 | |
| -2.44 | 1 | |
| -1.13 | 1 | |
| -0.98 | 1 | |
| -0.83 | 1 | |
| -0.49 | 1 | |
| 2.47 | 1 |
| Value | Count | Frequency (%) |
| 2099.78 | 1 | |
| 482.76 | 1 | |
| 434.36 | 1 | |
| 398.45 | 1 | |
| 366.13 | 1 | |
| 360.58 | 1 | |
| 305.57 | 1 | |
| 304.98 | 1 | |
| 295.28 | 1 | |
| 294.61 | 1 |
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0160525192 |
| Minimum | 1 × 10-8 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 928.0 B |
Quantile statistics
| Minimum | 1 × 10-8 |
|---|---|
| 5-th percentile | 9.725 × 10-7 |
| Q1 | 4.35225 × 10-5 |
| median | 0.00024617 |
| Q3 | 0.0015477975 |
| 95-th percentile | 0.037274455 |
| Maximum | 1 |
| Range | 0.99999999 |
| Interquartile range (IQR) | 0.001504275 |
Descriptive statistics
| Standard deviation | 0.1013186856 |
|---|---|
| Coefficient of variation (CV) | 6.311700013 |
| Kurtosis | 92.41077993 |
| Mean | 0.0160525192 |
| Median Absolute Deviation (MAD) | 0.00024081 |
| Skewness | 9.469399909 |
| Sum | 1.60525192 |
| Variance | 0.01026547606 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1 | 1.0% |
| 7.092 × 10-5 | 1 | 1.0% |
| 0.00020906 | 1 | 1.0% |
| 0.00050146 | 1 | 1.0% |
| 1.349 × 10-5 | 1 | 1.0% |
| 0.00012122 | 1 | 1.0% |
| 0.00013201 | 1 | 1.0% |
| 0.0036421 | 1 | 1.0% |
| 3.23 × 10-5 | 1 | 1.0% |
| 0.0500359 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 1 × 10-8 | 1 | |
| 8 × 10-8 | 1 | |
| 9 × 10-8 | 1 | |
| 2.4 × 10-7 | 1 | |
| 8.3 × 10-7 | 1 | |
| 9.8 × 10-7 | 1 | |
| 1.32 × 10-6 | 1 | |
| 4.4 × 10-6 | 1 | |
| 5.18 × 10-6 | 1 | |
| 5.54 × 10-6 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.158934 | 1 | |
| 0.0731704 | 1 | |
| 0.0625169 | 1 | |
| 0.0500359 | 1 | |
| 0.0366028 | 1 | |
| 0.0257547 | 1 | |
| 0.0242583 | 1 | |
| 0.0236595 | 1 | |
| 0.0229456 | 1 |
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 269.864235 |
| Minimum | 0.000230495 |
|---|---|
| Maximum | 16973.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 928.0 B |
Quantile statistics
| Minimum | 0.000230495 |
|---|---|
| 5-th percentile | 0.01604143 |
| Q1 | 0.7200285 |
| median | 4.072385 |
| Q3 | 25.605125 |
| 95-th percentile | 616.62815 |
| Maximum | 16973.8 |
| Range | 16973.79977 |
| Interquartile range (IQR) | 24.8850965 |
Descriptive statistics
| Standard deviation | 1718.394444 |
|---|---|
| Coefficient of variation (CV) | 6.367625721 |
| Kurtosis | 92.77058087 |
| Mean | 269.864235 |
| Median Absolute Deviation (MAD) | 3.9837294 |
| Skewness | 9.493964959 |
| Sum | 26986.4235 |
| Variance | 2952879.466 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 16973.8 | 1 | 1.0% |
| 1.17329 | 1 | 1.0% |
| 3.45849 | 1 | 1.0% |
| 8.29568 | 1 | 1.0% |
| 0.223119 | 1 | 1.0% |
| 2.00532 | 1 | 1.0% |
| 2.18387 | 1 | 1.0% |
| 60.251 | 1 | 1.0% |
| 0.534416 | 1 | 1.0% |
| 827.74 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 0.000230495 | 1 | |
| 0.0012765 | 1 | |
| 0.00146893 | 1 | |
| 0.00403372 | 1 | |
| 0.0137335 | 1 | |
| 0.0161629 | 1 | |
| 0.021807 | 1 | |
| 0.07272 | 1 | |
| 0.0856769 | 1 | |
| 0.0916343 | 1 |
| Value | Count | Frequency (%) |
| 16973.8 | 1 | |
| 2629.23 | 1 | |
| 1210.45 | 1 | |
| 1034.21 | 1 | |
| 827.74 | 1 | |
| 605.517 | 1 | |
| 426.058 | 1 | |
| 401.302 | 1 | |
| 391.397 | 1 | |
| 379.586 | 1 |
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.5 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 928.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5.95 |
| Q1 | 25.75 |
| median | 50.5 |
| Q3 | 75.25 |
| 95-th percentile | 95.05 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 49.5 |
Descriptive statistics
| Standard deviation | 29.01149198 |
|---|---|
| Coefficient of variation (CV) | 0.5744849896 |
| Kurtosis | -1.2 |
| Mean | 50.5 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 0 |
| Sum | 5050 |
| Variance | 841.6666667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1 | 1.0% |
| 64 | 1 | 1.0% |
| 74 | 1 | 1.0% |
| 73 | 1 | 1.0% |
| 72 | 1 | 1.0% |
| 71 | 1 | 1.0% |
| 70 | 1 | 1.0% |
| 69 | 1 | 1.0% |
| 68 | 1 | 1.0% |
| 67 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 100 | 1 | |
| 99 | 1 | |
| 98 | 1 | |
| 97 | 1 | |
| 96 | 1 | |
| 95 | 1 | |
| 94 | 1 | |
| 93 | 1 | |
| 92 | 1 | |
| 91 | 1 |
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 928.0 B |
| BTC | 1 |
|---|---|
| ZRX | 1 |
| KNC | 1 |
| MONA | 1 |
| POE | 1 |
| Other values (95) |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.3 |
| Min length | 2 |
Characters and Unicode
| Total characters | 330 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 100 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | BTC |
|---|---|
| 2nd row | XRP |
| 3rd row | ETH |
| 4th row | BCH |
| 5th row | ADA |
Common Values
| Value | Count | Frequency (%) |
| BTC | 1 | 1.0% |
| ZRX | 1 | 1.0% |
| KNC | 1 | 1.0% |
| MONA | 1 | 1.0% |
| POE | 1 | 1.0% |
| ELF | 1 | 1.0% |
| AE | 1 | 1.0% |
| FCT | 1 | 1.0% |
| NXT | 1 | 1.0% |
| GBYTE | 1 | 1.0% |
| Other values (90) | 90 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| btc | 1 | 1.0% |
| eos | 1 | 1.0% |
| eth | 1 | 1.0% |
| bch | 1 | 1.0% |
| ada | 1 | 1.0% |
| ltc | 1 | 1.0% |
| xem | 1 | 1.0% |
| xlm | 1 | 1.0% |
| trx | 1 | 1.0% |
| miota | 1 | 1.0% |
| Other values (90) | 90 |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 30 | 9.1% |
| N | 27 | 8.2% |
| E | 24 | 7.3% |
| S | 24 | 7.3% |
| C | 23 | 7.0% |
| A | 21 | 6.4% |
| R | 20 | 6.1% |
| D | 19 | 5.8% |
| B | 17 | 5.2% |
| X | 17 | 5.2% |
| Other values (16) | 108 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 330 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 30 | 9.1% |
| N | 27 | 8.2% |
| E | 24 | 7.3% |
| S | 24 | 7.3% |
| C | 23 | 7.0% |
| A | 21 | 6.4% |
| R | 20 | 6.1% |
| D | 19 | 5.8% |
| B | 17 | 5.2% |
| X | 17 | 5.2% |
| Other values (16) | 108 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 330 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| T | 30 | 9.1% |
| N | 27 | 8.2% |
| E | 24 | 7.3% |
| S | 24 | 7.3% |
| C | 23 | 7.0% |
| A | 21 | 6.4% |
| R | 20 | 6.1% |
| D | 19 | 5.8% |
| B | 17 | 5.2% |
| X | 17 | 5.2% |
| Other values (16) | 108 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 330 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| T | 30 | 9.1% |
| N | 27 | 8.2% |
| E | 24 | 7.3% |
| S | 24 | 7.3% |
| C | 23 | 7.0% |
| A | 21 | 6.4% |
| R | 20 | 6.1% |
| D | 19 | 5.8% |
| B | 17 | 5.2% |
| X | 17 | 5.2% |
| Other values (16) | 108 |
| Distinct | 89 |
|---|---|
| Distinct (%) | 89.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.640678786 × 1011 |
| Minimum | 1000000 |
|---|---|
| Maximum | 1 × 1013 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 928.0 B |
Quantile statistics
| Minimum | 1000000 |
|---|---|
| 5-th percentile | 6766429.25 |
| Q1 | 82348855.5 |
| median | 268349874 |
| Q3 | 2039180000 |
| 95-th percentile | 1.161786859 × 1011 |
| Maximum | 1 × 1013 |
| Range | 9.999999 × 1012 |
| Interquartile range (IQR) | 1956831144 |
Descriptive statistics
| Standard deviation | 1.066075585 × 1012 |
|---|---|
| Coefficient of variation (CV) | 6.497771494 |
| Kurtosis | 75.66935546 |
| Mean | 1.640678786 × 1011 |
| Median Absolute Deviation (MAD) | 260988432 |
| Skewness | 8.424381787 |
| Sum | 1.640678786 × 1013 |
| Variance | 1.136517153 × 1024 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1000000000 | 7 | 7.0% |
| 100000000 | 5 | 5.0% |
| 1 × 1011 | 2 | 2.0% |
| 16785225 | 1 | 1.0% |
| 55284715 | 1 | 1.0% |
| 3141592653 | 1 | 1.0% |
| 260000000 | 1 | 1.0% |
| 273685830 | 1 | 1.0% |
| 8745102 | 1 | 1.0% |
| 998999942 | 1 | 1.0% |
| Other values (79) | 79 |
| Value | Count | Frequency (%) |
| 1000000 | 1 | |
| 1288862 | 1 | |
| 2000000 | 1 | |
| 2996331 | 1 | |
| 3821472 | 1 | |
| 6921427 | 1 | |
| 7801457 | 1 | |
| 8745102 | 1 | |
| 9446497 | 1 | |
| 10000000 | 1 |
| Value | Count | Frequency (%) |
| 1 × 1013 | 1 | |
| 3.415497327 × 1012 | 1 | |
| 1.841395638 × 1012 | 1 | |
| 2.451192831 × 1011 | 1 | |
| 1.832535346 × 1011 | 1 | |
| 1.126484307 × 1011 | 1 | |
| 1.03570549 × 1011 | 1 | |
| 1 × 1011 | 2 | |
| 9.999309388 × 1010 | 1 | |
| 3.139614617 × 1010 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| Unnamed: 0 | 24h_volume_usd | available_supply | id | last_updated | market_cap_usd | max_supply | name | percent_change_1h | percent_change_24h | percent_change_7d | price_btc | price_usd | rank | symbol | total_supply | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 22081300000 | 16785225 | bitcoin | 1515230661 | 284909052105 | 2.100000e+07 | Bitcoin | -0.42 | 5.76 | 26.04 | 1.000000 | 16973.800000 | 1 | BTC | 16785225 |
| 1 | 1 | 5221370000 | 38739144847 | ripple | 1515230641 | 119207709132 | 1.000000e+11 | Ripple | -0.26 | -9.23 | 24.15 | 0.000186 | 3.077190 | 2 | XRP | 99993093880 |
| 2 | 2 | 5705690000 | 96803840 | ethereum | 1515230649 | 100115499075 | NaN | Ethereum | 0.29 | -1.04 | 45.01 | 0.062517 | 1034.210000 | 3 | ETH | 96803840 |
| 3 | 3 | 1569900000 | 16896225 | bitcoin-cash | 1515230652 | 44424061657 | 2.100000e+07 | Bitcoin Cash | 0.03 | 7.99 | 2.81 | 0.158934 | 2629.230000 | 4 | BCH | 16896225 |
| 4 | 4 | 428305000 | 25927070538 | cardano | 1515230654 | 25916647856 | 4.500000e+10 | Cardano | 0.39 | -5.87 | 64.99 | 0.000060 | 0.999598 | 5 | ADA | 31112483745 |
| 5 | 5 | 2105240000 | 54637708 | litecoin | 1515230641 | 16574020942 | 8.400000e+07 | Litecoin | 2.31 | 22.26 | 32.85 | 0.018337 | 303.344000 | 6 | LTC | 54637708 |
| 6 | 6 | 146039000 | 8999999999 | nem | 1515230644 | 14813369998 | NaN | NEM | -1.82 | -2.53 | 69.65 | 0.000099 | 1.645930 | 7 | XEM | 8999999999 |
| 7 | 7 | 656389000 | 17877794558 | stellar | 1515230643 | 12634630726 | NaN | Stellar | 1.58 | -4.94 | 110.28 | 0.000043 | 0.706722 | 8 | XLM | 103570548975 |
| 8 | 8 | 2971610000 | 65748192475 | tron | 1515230654 | 11741640953 | NaN | TRON | -1.80 | -12.63 | 434.36 | 0.000011 | 0.178585 | 9 | TRX | 100000000000 |
| 9 | 9 | 194039000 | 2779530283 | iota | 1515230652 | 11143859582 | 2.779530e+09 | IOTA | -3.03 | 0.89 | 19.45 | 0.000242 | 4.009260 | 10 | MIOTA | 2779530283 |
Last rows
| Unnamed: 0 | 24h_volume_usd | available_supply | id | last_updated | market_cap_usd | max_supply | name | percent_change_1h | percent_change_24h | percent_change_7d | price_btc | price_usd | rank | symbol | total_supply | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 90 | 90 | 41468300 | 342699966 | civic | 1515230652 | 381479894 | NaN | Civic | -1.86 | -6.03 | 35.07 | 0.000067 | 1.113160 | 91 | CVC | 1000000000 |
| 91 | 91 | 70476200 | 1607622325 | time-new-bank | 1515230657 | 360665246 | NaN | Time New Bank | 3.42 | 19.68 | 179.28 | 0.000014 | 0.224347 | 92 | TNB | 5541877892 |
| 92 | 92 | 10685200 | 2000000 | digixdao | 1515230646 | 353794000 | NaN | DigixDAO | 0.65 | -12.19 | 15.65 | 0.010693 | 176.897000 | 93 | DGD | 2000000 |
| 93 | 93 | 18599500 | 40510000 | gxshares | 1515230651 | 336997019 | 100000000.0 | GXShares | -1.23 | 11.61 | 65.19 | 0.000503 | 8.318860 | 94 | GXS | 100000000 |
| 94 | 94 | 44229200 | 24898178 | walton | 1515230653 | 334295387 | 100000000.0 | Walton | 6.94 | 32.69 | 26.04 | 0.000812 | 13.426500 | 95 | WTC | 70000000 |
| 95 | 95 | 33186200 | 617314171 | quantstamp | 1515230657 | 329103148 | NaN | Quantstamp | 1.90 | 8.96 | 136.70 | 0.000032 | 0.533121 | 96 | QSP | 976442388 |
| 96 | 96 | 51006100 | 50148936 | raiden-network-token | 1515230656 | 317135853 | NaN | Raiden Network Token | 1.27 | 2.29 | 59.57 | 0.000382 | 6.323880 | 97 | RDN | 100000000 |
| 97 | 97 | 11258600 | 64355352 | gamecredits | 1515230643 | 314180254 | NaN | GameCredits | 0.07 | 2.95 | 19.36 | 0.000295 | 4.881960 | 98 | GAME | 64355352 |
| 98 | 98 | 28523900 | 756192535 | enjin-coin | 1515230656 | 308707284 | NaN | Enjin Coin | 0.87 | -0.61 | 170.82 | 0.000025 | 0.408239 | 99 | ENJ | 1000000000 |
| 99 | 99 | 14153900 | 40772871 | bancor | 1515230651 | 299515469 | NaN | Bancor | 0.56 | -1.59 | 48.06 | 0.000444 | 7.345950 | 100 | BNT | 79384422 |